Differentiating the multipoint Expected Improvement for optimal batch design

18 March 2015

Papers citing "Differentiating the multipoint Expected Improvement for optimal batch design"

9 / 9 papers shown

Title
Adaptive Replication Strategies in Trust-Region-Based Bayesian Optimization of Stochastic Functions Mickael Binois Jeffrey Larson 74 0 0 29 Apr 2025
Neural Stochastic Screened Poisson Reconstruction Silvia Sellán Alec Jacobson 3DV 33 6 0 21 Sep 2023
A model aggregation approach for high-dimensional large-scale optimization Haowei Wang Ercong Zhang Szu Hui Ng Giulia Pedrielli 22 1 0 16 May 2022
A portfolio approach to massively parallel Bayesian optimization M. Binois Nicholson T. Collier J. Ozik 27 9 0 18 Oct 2021
Survival Estimation for Missing not at Random Censoring Indicators based on Copula Models Mikael Escobar-Bach Olivier Goudet 11 1 0 03 Sep 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization Sam Daulton Maximilian Balandat E. Bakshy 11 236 0 09 Jun 2020
Scalable Global Optimization via Local Bayesian Optimization Samyam Rajbhandari Michael Pearce Jacob R. Gardner Ryan D. Turner Matthias Poloczek 48 450 0 03 Oct 2019
Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space José Miguel Hernández-Lobato James Requeima Edward O. Pyzer-Knapp Alán Aspuru-Guzik 33 177 0 06 Jun 2017
Parallel Bayesian Global Optimization of Expensive Functions Jialei Wang Scott C. Clark Eric Liu P. Frazier 18 159 0 16 Feb 2016